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clusTransition  

Monitor Changes in Cluster Solutions of Dynamic Datasets
View on CRAN: Click here


Download and install clusTransition package within the R console
Install from CRAN:
install.packages("clusTransition")

Install from Github:
library("remotes")
install_github("cran/clusTransition")

Install by package version:
library("remotes")
install_version("clusTransition", "1.0")



Attach the package and use:
library("clusTransition")
Maintained by
Muhammad Atif
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-22
Latest Update: 2021-02-22
Description:
Monitor and trace changes in clustering solutions of accumulating datasets at successive time points. The clusters can adopt External and Internal transition at succeeding time points. The External transitions comprise of Survived, Merged, Split, Disappeared, and newly Emerged candidates. In contrast, Internal transition includes changes in location and cohesion of the survived clusters. The package uses MONIC framework developed by Spiliopoulou, Ntoutsi, Theodoridis, and Schult (2006) .
How to cite:
Muhammad Atif (2021). clusTransition: Monitor Changes in Cluster Solutions of Dynamic Datasets. R package version 1.0, https://cran.r-project.org/web/packages/clusTransition. Accessed 22 Dec. 2024.
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